Accelerating AI Innovation with lakeFS and OpenShift AI

Iddo Avneri
January 7, 2025

AI projects require not only advanced algorithms but also robust infrastructure to manage datasets, ensure reproducibility, and streamline deployments. By combining lakeFS, the Git-like version control for data, with Red…

DataOps Best Practices and Top Tools for 2026

Idan Novogroder
January 6, 2025

Key Takeaways DataOps is an approach that aims to enhance collaboration among teams involved in data operations, including data engineers, data scientists, and stakeholders. The idea is to create a…

Top Data Mesh Tools: Key Features & Examples

Idan Novogroder
December 26, 2024

What kind of tooling can you use to make data mesh work? Should you go after open-source or commercial solutions? There’s no single answer to these questions. But the first…

Best Practices

lakeFS and dbt: A Modern Way to Manage Your Data

Tal Sofer
December 18, 2024

Source code versioning has been a standard practice in software engineering for a long time. Data engineers can also benefit from this approach. But versioning data just like we version…

AI in Data Engineering: Challenges, Best Practices & Tools

Idan Novogroder
December 16, 2024

Data engineers are easily the unsung heroes of modern business operations. Just think of all the people who create and maintain the data pipelines and infrastructures that store and analyze…

Compliance in the Age of LLMs: The Role of Data Versioning

Tal Sofer
December 11, 2024

Within five days of its release, ChatGPT counted one million registered users. This was the fastest growth of any product in its category, prompting the rise of the GenAI era…

Snowflake vs Databricks: Comparison and Best Practices

Iddo Avneri
December 9, 2024

Choosing between Databricks and Snowflake can be challenging for organizations navigating a modern data infrastructure. While both platforms are powerful in their own right, they have different strengths and weaknesses. …

MLflow Model Registry: Workflows, Benefits & Challenges

Amit Kesarwani
December 2, 2024

MLflow is a popular solution for tracking experiments, managing models, and deploying them across several environments. One of the components of MLflow is Model Registry, a service that lets teams…

How To Get Started with lakeFS Enterprise: Step-by-Step Tutorial

Amit Kesarwani
November 27, 2024

What is lakeFS Enterprise? lakeFS Enterprise is a commercially-supported version of lakeFS, offering additional features and functionalities that meet the needs of organizations from a production-grade system. Why did we…

Best Practices

Data Silos: What Is It And How Can lakeFS Help?

Einat Orr, PhD
November 25, 2024

If you aspire to run a data-driven organization, it’s time to get interested in data silos. It’s a more common issue than you’d expect. Data silos impact company operations and…

Best Practices

Cost-Efficient Data Science: Reduce Storage Costs with lakeFS

Nadav Steindler
November 19, 2024

The world is changing rapidly. The data revolution of the past couple decades continues to gain steam as it spreads beyond Big Tech to many traditional businesses. Innovations in Mobile,…

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